A native Python port of kiln — build and orchestrate AI agents: unified providers (OpenAI/Groq/Ollama), a tool-calling loop, self-correcting structured output, MCP support, and a DAG orchestrator.
DB-native knowledge graph: a typed graph of Markdown-content nodes and typed edges in one SQLite file, with an append-only event log, node versions, undo, and wikilink materialization — behind a deterministic, LLM-free service layer and a JSON-emitting CLI.
Second Opinion Labs Python SDK — tracing (spans, PHI redaction, Anthropic wrapper) + custom evaluators (Form A) for medical AI agents
Query-aware, meaning-first LLM context compression. Local, zero-dependency core, transparent decisions, drop-in compatible API for hosted compression services.
Query-aware, meaning-first LLM context compression. Local, zero-dependency core, transparent decisions, drop-in compatible API for hosted compression services.
